18 Commits

Author	SHA1	Message	Date
Ricardo Montañana	502ee72799	#2 Add predict and score support ... Add a test in features notebook Show max_features in main.py	2020-06-14 14:00:21 +02:00
Ricardo Montañana	f1ee4de37b	#2 - Add gini and entropy measures ... rename get_dataset to load_dataset add features and impurity to __str__ of node	2020-06-14 03:08:55 +02:00
Ricardo Montañana	f360a2640c	#6 - Add multiclass support ... Removed (by now) predict_proba. Created a notebook in jupyter Added split_criteria parameter with min_distance and max_samples values Refactor _distances Refactor _split_criteria Refactor _reorder_results	2020-06-11 13:10:52 +02:00
Ricardo Montañana	b9f14aec05	#4 Add code coverage & codacy badge ... Add code coverage configuration in codecov Add some tests	2020-06-06 03:04:18 +02:00
Ricardo Montañana	77f10281c1	Make project python package friendly ... - Add setup.py - Move classes to module files - Move tests folder inside module folder	2020-05-23 23:40:33 +02:00
Ricardo Montañana	6e35628c85	Grapher working	2020-05-20 14:26:55 +02:00
Ricardo Montañana	6ebd0f9be3	integrate iterator in Stree	2020-05-19 18:19:23 +02:00
Ricardo Montañana	68512b3d75	test results & fix single predict_proba	2020-05-18 17:08:05 +02:00
Ricardo Montañana	9f30627e47	Fix main and small issues in notebook test	2020-05-17 18:06:03 +02:00
Ricardo Montañana	d997bc3460	Add model comparison to notebook test	2020-05-17 16:17:57 +02:00
Ricardo Montañana	6a8ef288ce	add _linear_function to Stree ... First try to implement predict_proba with sigmoid based on Platt	2020-05-16 20:34:03 +02:00
Ricardo Montañana	80b5cf8e72	Implement predict & predict_proba optimization ... reduces time in two orders of magnitude in creditcard dataset	2020-05-15 23:35:33 +02:00
Ricardo Montañana	e56b955b92	Implement predict_proba with test. ... Fix tree overload with dataset in nodes only needed in tests	2020-05-14 18:42:17 +02:00
Ricardo Montañana	e3ae3a3a6c	Add C param in constructor and creditcard dataset	2020-05-14 10:48:39 +02:00
Ricardo Montañana	8f71eeb316	Implement predict and score methods & tests	2020-05-13 12:42:09 +02:00
Ricardo Montañana	c4de782a3f	compute predictor and store model in node	2020-05-13 00:12:05 +02:00
Ricardo Montañana	371257c121	Implement split data with or without using predictions & some tests	2020-05-12 17:40:06 +02:00
Ricardo Montañana	b9ea24696f	Working tree with samples and first test	2020-05-10 14:25:58 +02:00